Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 2190 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 222.6 KiB |
| Average record size in memory | 104.1 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
cloud is highly overall correlated with humidity and 2 other fields | High correlation |
dewpoint is highly overall correlated with maxtemp and 4 other fields | High correlation |
humidity is highly overall correlated with cloud and 1 other fields | High correlation |
maxtemp is highly overall correlated with dewpoint and 5 other fields | High correlation |
mintemp is highly overall correlated with dewpoint and 4 other fields | High correlation |
pressure is highly overall correlated with dewpoint and 4 other fields | High correlation |
rainfall is highly overall correlated with cloud and 1 other fields | High correlation |
sunshine is highly overall correlated with cloud and 4 other fields | High correlation |
temparature is highly overall correlated with dewpoint and 5 other fields | High correlation |
winddirection is highly overall correlated with dewpoint and 4 other fields | High correlation |
id is uniformly distributed | Uniform |
day is uniformly distributed | Uniform |
id has unique values | Unique |
sunshine has 337 (15.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-17 00:58:33.979485 |
|---|---|
| Analysis finished | 2025-03-17 00:59:06.283344 |
| Duration | 32.3 seconds |
| Software version | ydata-profiling vv4.14.0 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Uniform  Unique 
| Distinct | 2190 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1094.5 |
| Minimum | 0 |
|---|---|
| Maximum | 2189 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 109.45 |
| Q1 | 547.25 |
| median | 1094.5 |
| Q3 | 1641.75 |
| 95-th percentile | 2079.55 |
| Maximum | 2189 |
| Range | 2189 |
| Interquartile range (IQR) | 1094.5 |
Descriptive statistics
| Standard deviation | 632.34287 |
|---|---|
| Coefficient of variation (CV) | 0.57774588 |
| Kurtosis | -1.2 |
| Mean | 1094.5 |
| Median Absolute Deviation (MAD) | 547.5 |
| Skewness | 0 |
| Sum | 2396955 |
| Variance | 399857.5 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1462 | 1 | < 0.1% |
| 1456 | 1 | < 0.1% |
| 1457 | 1 | < 0.1% |
| 1458 | 1 | < 0.1% |
| 1459 | 1 | < 0.1% |
| 1460 | 1 | < 0.1% |
| 1461 | 1 | < 0.1% |
| 1463 | 1 | < 0.1% |
| 1505 | 1 | < 0.1% |
| Other values (2180) | 2180 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 2189 | 1 | |
| 2188 | 1 | |
| 2187 | 1 | |
| 2186 | 1 | |
| 2185 | 1 | |
| 2184 | 1 | |
| 2183 | 1 | |
| 2182 | 1 | |
| 2181 | 1 | |
| 2180 | 1 |
day
Real number (ℝ)
Uniform 
| Distinct | 365 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.9484 |
| Minimum | 1 |
|---|---|
| Maximum | 365 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 89 |
| median | 178.5 |
| Q3 | 270 |
| 95-th percentile | 346 |
| Maximum | 365 |
| Range | 364 |
| Interquartile range (IQR) | 181 |
Descriptive statistics
| Standard deviation | 105.20359 |
|---|---|
| Coefficient of variation (CV) | 0.58463199 |
| Kurtosis | -1.1930053 |
| Mean | 179.9484 |
| Median Absolute Deviation (MAD) | 90.5 |
| Skewness | 0.030615044 |
| Sum | 394087 |
| Variance | 11067.796 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 91 | 7 | 0.3% |
| 144 | 7 | 0.3% |
| 267 | 7 | 0.3% |
| 140 | 7 | 0.3% |
| 111 | 7 | 0.3% |
| 112 | 7 | 0.3% |
| 236 | 7 | 0.3% |
| 135 | 7 | 0.3% |
| 82 | 7 | 0.3% |
| 265 | 7 | 0.3% |
| Other values (355) | 2120 |
| Value | Count | Frequency (%) |
| 1 | 6 | |
| 2 | 6 | |
| 3 | 7 | |
| 4 | 7 | |
| 5 | 7 | |
| 6 | 7 | |
| 7 | 7 | |
| 8 | 7 | |
| 9 | 7 | |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 365 | 5 | |
| 364 | 5 | |
| 363 | 5 | |
| 362 | 6 | |
| 361 | 6 | |
| 360 | 6 | |
| 359 | 5 | |
| 358 | 5 | |
| 357 | 6 | |
| 356 | 6 |
pressure
Real number (ℝ)
High correlation 
| Distinct | 236 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1013.6021 |
| Minimum | 999 |
|---|---|
| Maximum | 1034.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 999 |
|---|---|
| 5-th percentile | 1005.9 |
| Q1 | 1008.6 |
| median | 1013 |
| Q3 | 1017.775 |
| 95-th percentile | 1023.3 |
| Maximum | 1034.6 |
| Range | 35.6 |
| Interquartile range (IQR) | 9.175 |
Descriptive statistics
| Standard deviation | 5.6553657 |
|---|---|
| Coefficient of variation (CV) | 0.0055794729 |
| Kurtosis | -0.50299885 |
| Mean | 1013.6021 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 0.2840623 |
| Sum | 2219788.7 |
| Variance | 31.983161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1008.1 | 64 | 2.9% |
| 1008.5 | 48 | 2.2% |
| 1008.4 | 48 | 2.2% |
| 1016.8 | 46 | 2.1% |
| 1008.9 | 42 | 1.9% |
| 1013 | 41 | 1.9% |
| 1011.4 | 38 | 1.7% |
| 1012.5 | 36 | 1.6% |
| 1017.1 | 35 | 1.6% |
| 1007.9 | 33 | 1.5% |
| Other values (226) | 1759 |
| Value | Count | Frequency (%) |
| 999 | 5 | |
| 999.6 | 1 | < 0.1% |
| 1000 | 3 | |
| 1000.1 | 2 | 0.1% |
| 1000.2 | 3 | |
| 1000.3 | 2 | 0.1% |
| 1000.7 | 1 | < 0.1% |
| 1001 | 2 | 0.1% |
| 1001.4 | 1 | < 0.1% |
| 1001.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1034.6 | 3 | |
| 1032.3 | 1 | < 0.1% |
| 1027.9 | 2 | |
| 1027.8 | 1 | < 0.1% |
| 1027.6 | 1 | < 0.1% |
| 1027.5 | 1 | < 0.1% |
| 1027.4 | 2 | |
| 1027.2 | 1 | < 0.1% |
| 1027.1 | 2 | |
| 1026.9 | 2 |
maxtemp
Real number (ℝ)
High correlation 
| Distinct | 219 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.365799 |
| Minimum | 10.4 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 10.4 |
|---|---|
| 5-th percentile | 16.5 |
| Q1 | 21.3 |
| median | 27.8 |
| Q3 | 31.2 |
| 95-th percentile | 33.3 |
| Maximum | 36 |
| Range | 25.6 |
| Interquartile range (IQR) | 9.9 |
Descriptive statistics
| Standard deviation | 5.6543304 |
|---|---|
| Coefficient of variation (CV) | 0.21445701 |
| Kurtosis | -0.90704499 |
| Mean | 26.365799 |
| Median Absolute Deviation (MAD) | 4.2 |
| Skewness | -0.49089026 |
| Sum | 57741.1 |
| Variance | 31.971452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31 | 43 | 2.0% |
| 21.3 | 42 | 1.9% |
| 31.2 | 40 | 1.8% |
| 32 | 37 | 1.7% |
| 33 | 37 | 1.7% |
| 32.8 | 36 | 1.6% |
| 28.2 | 33 | 1.5% |
| 33.3 | 32 | 1.5% |
| 29.1 | 32 | 1.5% |
| 30.6 | 30 | 1.4% |
| Other values (209) | 1828 |
| Value | Count | Frequency (%) |
| 10.4 | 2 | |
| 10.8 | 1 | |
| 10.9 | 2 | |
| 11.2 | 1 | |
| 11.3 | 1 | |
| 11.6 | 1 | |
| 12.1 | 1 | |
| 12.2 | 1 | |
| 12.5 | 2 | |
| 12.9 | 1 |
| Value | Count | Frequency (%) |
| 36 | 1 | < 0.1% |
| 35.8 | 2 | 0.1% |
| 35.6 | 2 | 0.1% |
| 35.4 | 2 | 0.1% |
| 35.3 | 3 | 0.1% |
| 35.2 | 2 | 0.1% |
| 35.1 | 10 | |
| 35 | 3 | 0.1% |
| 34.8 | 4 | 0.2% |
| 34.7 | 5 |
temparature
Real number (ℝ)
High correlation 
| Distinct | 198 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.953059 |
| Minimum | 7.4 |
|---|---|
| Maximum | 31.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 7.4 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 19.3 |
| median | 25.5 |
| Q3 | 28.4 |
| 95-th percentile | 30.3 |
| Maximum | 31.5 |
| Range | 24.1 |
| Interquartile range (IQR) | 9.1 |
Descriptive statistics
| Standard deviation | 5.2224099 |
|---|---|
| Coefficient of variation (CV) | 0.21802684 |
| Kurtosis | -0.83511905 |
| Mean | 23.953059 |
| Median Absolute Deviation (MAD) | 3.9 |
| Skewness | -0.55747106 |
| Sum | 52457.2 |
| Variance | 27.273565 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.1 | 55 | 2.5% |
| 28.1 | 49 | 2.2% |
| 30 | 48 | 2.2% |
| 25.8 | 44 | 2.0% |
| 25.5 | 38 | 1.7% |
| 26.8 | 36 | 1.6% |
| 29 | 34 | 1.6% |
| 24.8 | 32 | 1.5% |
| 23.1 | 31 | 1.4% |
| 27.9 | 31 | 1.4% |
| Other values (188) | 1792 |
| Value | Count | Frequency (%) |
| 7.4 | 1 | < 0.1% |
| 8.3 | 1 | < 0.1% |
| 8.5 | 1 | < 0.1% |
| 8.6 | 1 | < 0.1% |
| 8.7 | 1 | < 0.1% |
| 8.9 | 1 | < 0.1% |
| 10.1 | 1 | < 0.1% |
| 10.2 | 1 | < 0.1% |
| 10.4 | 3 | |
| 11.3 | 2 |
| Value | Count | Frequency (%) |
| 31.5 | 1 | < 0.1% |
| 31.4 | 3 | 0.1% |
| 31.3 | 3 | 0.1% |
| 31.1 | 3 | 0.1% |
| 31 | 11 | 0.5% |
| 30.9 | 2 | 0.1% |
| 30.8 | 9 | 0.4% |
| 30.7 | 16 | |
| 30.6 | 28 | |
| 30.5 | 4 | 0.2% |
mintemp
Real number (ℝ)
High correlation 
| Distinct | 199 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.170091 |
| Minimum | 4 |
|---|---|
| Maximum | 29.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 13.245 |
| Q1 | 17.7 |
| median | 23.85 |
| Q3 | 26.4 |
| 95-th percentile | 28.2 |
| Maximum | 29.8 |
| Range | 25.8 |
| Interquartile range (IQR) | 8.7 |
Descriptive statistics
| Standard deviation | 5.0591201 |
|---|---|
| Coefficient of variation (CV) | 0.22819573 |
| Kurtosis | -0.60825057 |
| Mean | 22.170091 |
| Median Absolute Deviation (MAD) | 3.45 |
| Skewness | -0.6491786 |
| Sum | 48552.5 |
| Variance | 25.594697 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.8 | 52 | 2.4% |
| 24.8 | 51 | 2.3% |
| 26.4 | 48 | 2.2% |
| 28.1 | 42 | 1.9% |
| 26.9 | 42 | 1.9% |
| 28 | 42 | 1.9% |
| 24.5 | 40 | 1.8% |
| 17.2 | 38 | 1.7% |
| 25.4 | 35 | 1.6% |
| 26.5 | 34 | 1.6% |
| Other values (189) | 1766 |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 4.7 | 1 | < 0.1% |
| 7 | 4 | |
| 7.5 | 1 | < 0.1% |
| 7.7 | 2 | |
| 8.1 | 2 | |
| 8.8 | 1 | < 0.1% |
| 9.4 | 1 | < 0.1% |
| 9.6 | 2 | |
| 9.8 | 2 |
| Value | Count | Frequency (%) |
| 29.8 | 1 | < 0.1% |
| 29.3 | 2 | 0.1% |
| 29.2 | 2 | 0.1% |
| 29.1 | 2 | 0.1% |
| 29 | 8 | |
| 28.9 | 8 | |
| 28.8 | 7 | |
| 28.7 | 15 | |
| 28.6 | 11 | |
| 28.5 | 4 | 0.2% |
dewpoint
Real number (ℝ)
High correlation 
| Distinct | 218 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.454566 |
| Minimum | -0.3 |
|---|---|
| Maximum | 26.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | < 0.1% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | -0.3 |
|---|---|
| 5-th percentile | 10.79 |
| Q1 | 16.8 |
| median | 22.15 |
| Q3 | 25 |
| 95-th percentile | 26 |
| Maximum | 26.7 |
| Range | 27 |
| Interquartile range (IQR) | 8.2 |
Descriptive statistics
| Standard deviation | 5.2884062 |
|---|---|
| Coefficient of variation (CV) | 0.25854404 |
| Kurtosis | 0.41827814 |
| Mean | 20.454566 |
| Median Absolute Deviation (MAD) | 3.25 |
| Skewness | -0.99788917 |
| Sum | 44795.5 |
| Variance | 27.96724 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.4 | 70 | 3.2% |
| 25.3 | 66 | 3.0% |
| 25 | 56 | 2.6% |
| 25.8 | 54 | 2.5% |
| 24.3 | 46 | 2.1% |
| 25.9 | 46 | 2.1% |
| 23.2 | 44 | 2.0% |
| 23.1 | 41 | 1.9% |
| 24.8 | 41 | 1.9% |
| 19.9 | 39 | 1.8% |
| Other values (208) | 1687 |
| Value | Count | Frequency (%) |
| -0.3 | 1 | |
| 0.2 | 1 | |
| 1 | 1 | |
| 1.1 | 1 | |
| 1.7 | 1 | |
| 2 | 2 | |
| 2.2 | 1 | |
| 2.3 | 1 | |
| 2.4 | 1 | |
| 2.5 | 1 |
| Value | Count | Frequency (%) |
| 26.7 | 9 | 0.4% |
| 26.6 | 5 | 0.2% |
| 26.5 | 4 | 0.2% |
| 26.4 | 22 | |
| 26.3 | 25 | |
| 26.2 | 15 | 0.7% |
| 26.1 | 25 | |
| 26 | 32 | |
| 25.9 | 46 | |
| 25.8 | 54 |
humidity
Real number (ℝ)
High correlation 
| Distinct | 49 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 82.03653 |
| Minimum | 39 |
|---|---|
| Maximum | 98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 39 |
|---|---|
| 5-th percentile | 70 |
| Q1 | 77 |
| median | 82 |
| Q3 | 88 |
| 95-th percentile | 94 |
| Maximum | 98 |
| Range | 59 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.8006535 |
|---|---|
| Coefficient of variation (CV) | 0.095087561 |
| Kurtosis | 1.3991383 |
| Mean | 82.03653 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.56154109 |
| Sum | 179660 |
| Variance | 60.850195 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 79 | 192 | 8.8% |
| 81 | 139 | 6.3% |
| 75 | 133 | 6.1% |
| 78 | 121 | 5.5% |
| 84 | 119 | 5.4% |
| 89 | 114 | 5.2% |
| 82 | 108 | 4.9% |
| 87 | 106 | 4.8% |
| 86 | 102 | 4.7% |
| 76 | 89 | 4.1% |
| Other values (39) | 967 |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 46 | 2 | 0.1% |
| 47 | 1 | < 0.1% |
| 49 | 1 | < 0.1% |
| 52 | 4 | |
| 54 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 58 | 5 | |
| 59 | 9 |
| Value | Count | Frequency (%) |
| 98 | 14 | 0.6% |
| 97 | 20 | 0.9% |
| 96 | 20 | 0.9% |
| 95 | 55 | |
| 94 | 22 | 1.0% |
| 93 | 59 | |
| 92 | 66 | |
| 91 | 71 | |
| 90 | 81 | |
| 89 | 114 |
cloud
Real number (ℝ)
High correlation 
| Distinct | 78 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.721918 |
| Minimum | 2 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 38 |
| Q1 | 69 |
| median | 83 |
| Q3 | 88 |
| 95-th percentile | 95 |
| Maximum | 100 |
| Range | 98 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 18.026498 |
|---|---|
| Coefficient of variation (CV) | 0.23806182 |
| Kurtosis | 1.0538992 |
| Mean | 75.721918 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -1.3392745 |
| Sum | 165831 |
| Variance | 324.95461 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 88 | 375 | 17.1% |
| 84 | 129 | 5.9% |
| 83 | 127 | 5.8% |
| 78 | 95 | 4.3% |
| 81 | 88 | 4.0% |
| 85 | 76 | 3.5% |
| 82 | 65 | 3.0% |
| 86 | 59 | 2.7% |
| 95 | 57 | 2.6% |
| 89 | 57 | 2.6% |
| Other values (68) | 1062 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 11 | 2 | 0.1% |
| 17 | 3 | 0.1% |
| 19 | 12 | |
| 20 | 9 | |
| 21 | 3 | 0.1% |
| 22 | 4 | 0.2% |
| 23 | 3 | 0.1% |
| 25 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 100 | 37 | |
| 99 | 7 | 0.3% |
| 97 | 6 | 0.3% |
| 96 | 17 | 0.8% |
| 95 | 57 | |
| 94 | 15 | 0.7% |
| 93 | 33 | |
| 92 | 12 | 0.5% |
| 91 | 42 | |
| 90 | 30 |
sunshine
Real number (ℝ)
High correlation  Zeros 
| Distinct | 120 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7444292 |
| Minimum | 0 |
|---|---|
| Maximum | 12.1 |
| Zeros | 337 |
| Zeros (%) | 15.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.4 |
| median | 2.4 |
| Q3 | 6.8 |
| 95-th percentile | 10.2 |
| Maximum | 12.1 |
| Range | 12.1 |
| Interquartile range (IQR) | 6.4 |
Descriptive statistics
| Standard deviation | 3.6263267 |
|---|---|
| Coefficient of variation (CV) | 0.96845914 |
| Kurtosis | -1.0161999 |
| Mean | 3.7444292 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 0.63987141 |
| Sum | 8200.3 |
| Variance | 13.150245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 337 | 15.4% |
| 0.1 | 69 | 3.2% |
| 0.3 | 63 | 2.9% |
| 0.2 | 58 | 2.6% |
| 0.6 | 55 | 2.5% |
| 1 | 52 | 2.4% |
| 1.2 | 51 | 2.3% |
| 2.2 | 43 | 2.0% |
| 0.4 | 42 | 1.9% |
| 1.6 | 42 | 1.9% |
| Other values (110) | 1378 |
| Value | Count | Frequency (%) |
| 0 | 337 | |
| 0.1 | 69 | 3.2% |
| 0.2 | 58 | 2.6% |
| 0.3 | 63 | 2.9% |
| 0.4 | 42 | 1.9% |
| 0.5 | 30 | 1.4% |
| 0.6 | 55 | 2.5% |
| 0.7 | 19 | 0.9% |
| 0.8 | 5 | 0.2% |
| 0.9 | 14 | 0.6% |
| Value | Count | Frequency (%) |
| 12.1 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11.9 | 2 | 0.1% |
| 11.8 | 8 | |
| 11.7 | 1 | < 0.1% |
| 11.5 | 3 | 0.1% |
| 11.4 | 5 | |
| 11.2 | 7 | |
| 11.1 | 10 | |
| 11 | 9 |
winddirection
Real number (ℝ)
High correlation 
| Distinct | 35 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.86315 |
| Minimum | 10 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 40 |
| median | 70 |
| Q3 | 200 |
| 95-th percentile | 230 |
| Maximum | 300 |
| Range | 290 |
| Interquartile range (IQR) | 160 |
Descriptive statistics
| Standard deviation | 80.002416 |
|---|---|
| Coefficient of variation (CV) | 0.76292211 |
| Kurtosis | -1.0718751 |
| Mean | 104.86315 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 0.70806298 |
| Sum | 229650.3 |
| Variance | 6400.3865 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70 | 273 | |
| 220 | 241 | |
| 20 | 238 | |
| 40 | 230 | |
| 50 | 199 | |
| 80 | 178 | |
| 60 | 152 | 6.9% |
| 230 | 142 | 6.5% |
| 30 | 70 | 3.2% |
| 200 | 58 | 2.6% |
| Other values (25) | 409 |
| Value | Count | Frequency (%) |
| 10 | 47 | 2.1% |
| 15 | 1 | < 0.1% |
| 20 | 238 | |
| 25 | 3 | 0.1% |
| 30 | 70 | 3.2% |
| 40 | 230 | |
| 50 | 199 | |
| 60 | 152 | |
| 65 | 1 | < 0.1% |
| 70 | 273 |
| Value | Count | Frequency (%) |
| 300 | 7 | 0.3% |
| 290 | 10 | 0.5% |
| 280 | 9 | 0.4% |
| 270 | 10 | 0.5% |
| 260 | 2 | 0.1% |
| 250.3 | 1 | < 0.1% |
| 250 | 9 | 0.4% |
| 240 | 43 | 2.0% |
| 230 | 142 | |
| 220 | 241 |
windspeed
Real number (ℝ)
| Distinct | 223 |
|---|---|
| Distinct (%) | 10.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.804703 |
| Minimum | 4.4 |
|---|---|
| Maximum | 59.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 17.2 KiB |
Quantile statistics
| Minimum | 4.4 |
|---|---|
| 5-th percentile | 9.1 |
| Q1 | 14.125 |
| median | 20.5 |
| Q3 | 27.9 |
| 95-th percentile | 39.7 |
| Maximum | 59.5 |
| Range | 55.1 |
| Interquartile range (IQR) | 13.775 |
Descriptive statistics
| Standard deviation | 9.8986588 |
|---|---|
| Coefficient of variation (CV) | 0.45396897 |
| Kurtosis | 0.28531768 |
| Mean | 21.804703 |
| Median Absolute Deviation (MAD) | 6.7 |
| Skewness | 0.7693896 |
| Sum | 47752.3 |
| Variance | 97.983445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.5 | 35 | 1.6% |
| 21.9 | 33 | 1.5% |
| 25.1 | 32 | 1.5% |
| 20.5 | 32 | 1.5% |
| 25 | 31 | 1.4% |
| 17.2 | 29 | 1.3% |
| 39.5 | 28 | 1.3% |
| 9.1 | 27 | 1.2% |
| 24.4 | 27 | 1.2% |
| 15.3 | 27 | 1.2% |
| Other values (213) | 1889 |
| Value | Count | Frequency (%) |
| 4.4 | 1 | < 0.1% |
| 4.5 | 6 | |
| 5.5 | 2 | 0.1% |
| 5.7 | 2 | 0.1% |
| 5.9 | 2 | 0.1% |
| 6.1 | 3 | |
| 6.6 | 4 | |
| 6.9 | 3 | |
| 7.3 | 3 | |
| 7.4 | 6 |
| Value | Count | Frequency (%) |
| 59.5 | 4 | |
| 55.5 | 6 | |
| 52.8 | 5 | |
| 50.7 | 4 | |
| 50.6 | 9 | |
| 48 | 6 | |
| 46.3 | 4 | |
| 44.7 | 8 | |
| 43.8 | 9 | |
| 43.1 | 6 |
rainfall
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 17.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1650 | |
| 0 | 540 | 24.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1650 | |
| 0 | 540 | 24.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1650 | |
| 0 | 540 | 24.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2190 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1650 | |
| 0 | 540 | 24.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2190 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1650 | |
| 0 | 540 | 24.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2190 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1650 | |
| 0 | 540 | 24.7% |
Interactions
Correlations
| cloud | day | dewpoint | humidity | id | maxtemp | mintemp | pressure | rainfall | sunshine | temparature | winddirection | windspeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cloud | 1.000 | -0.115 | -0.247 | 0.603 | -0.005 | -0.434 | -0.381 | 0.204 | 0.641 | -0.828 | -0.409 | -0.184 | 0.252 |
| day | -0.115 | 1.000 | 0.104 | -0.102 | 0.153 | 0.131 | 0.128 | 0.017 | 0.178 | 0.094 | 0.127 | 0.059 | 0.009 |
| dewpoint | -0.247 | 0.104 | 1.000 | 0.042 | 0.009 | 0.902 | 0.925 | -0.832 | 0.147 | 0.371 | 0.922 | 0.717 | -0.306 |
| humidity | 0.603 | -0.102 | 0.042 | 1.000 | -0.028 | -0.153 | -0.092 | -0.055 | 0.494 | -0.558 | -0.122 | 0.022 | 0.083 |
| id | -0.005 | 0.153 | 0.009 | -0.028 | 1.000 | 0.011 | 0.018 | -0.008 | 0.073 | -0.003 | 0.013 | 0.002 | 0.014 |
| maxtemp | -0.434 | 0.131 | 0.902 | -0.153 | 0.011 | 1.000 | 0.961 | -0.813 | 0.167 | 0.553 | 0.982 | 0.677 | -0.351 |
| mintemp | -0.381 | 0.128 | 0.925 | -0.092 | 0.018 | 0.961 | 1.000 | -0.827 | 0.161 | 0.490 | 0.981 | 0.701 | -0.325 |
| pressure | 0.204 | 0.017 | -0.832 | -0.055 | -0.008 | -0.813 | -0.827 | 1.000 | 0.152 | -0.326 | -0.830 | -0.638 | 0.275 |
| rainfall | 0.641 | 0.178 | 0.147 | 0.494 | 0.073 | 0.167 | 0.161 | 0.152 | 1.000 | 0.576 | 0.169 | 0.103 | 0.144 |
| sunshine | -0.828 | 0.094 | 0.371 | -0.558 | -0.003 | 0.553 | 0.490 | -0.326 | 0.576 | 1.000 | 0.523 | 0.286 | -0.289 |
| temparature | -0.409 | 0.127 | 0.922 | -0.122 | 0.013 | 0.982 | 0.981 | -0.830 | 0.169 | 0.523 | 1.000 | 0.693 | -0.341 |
| winddirection | -0.184 | 0.059 | 0.717 | 0.022 | 0.002 | 0.677 | 0.701 | -0.638 | 0.103 | 0.286 | 0.693 | 1.000 | -0.158 |
| windspeed | 0.252 | 0.009 | -0.306 | 0.083 | 0.014 | -0.351 | -0.325 | 0.275 | 0.144 | -0.289 | -0.341 | -0.158 | 1.000 |
Missing values
Sample
| id | day | pressure | maxtemp | temparature | mintemp | dewpoint | humidity | cloud | sunshine | winddirection | windspeed | rainfall | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1 | 1017.4 | 21.2 | 20.6 | 19.9 | 19.4 | 87.0 | 88.0 | 1.1 | 60.0 | 17.2 | 1 |
| 1 | 1 | 2 | 1019.5 | 16.2 | 16.9 | 15.8 | 15.4 | 95.0 | 91.0 | 0.0 | 50.0 | 21.9 | 1 |
| 2 | 2 | 3 | 1024.1 | 19.4 | 16.1 | 14.6 | 9.3 | 75.0 | 47.0 | 8.3 | 70.0 | 18.1 | 1 |
| 3 | 3 | 4 | 1013.4 | 18.1 | 17.8 | 16.9 | 16.8 | 95.0 | 95.0 | 0.0 | 60.0 | 35.6 | 1 |
| 4 | 4 | 5 | 1021.8 | 21.3 | 18.4 | 15.2 | 9.6 | 52.0 | 45.0 | 3.6 | 40.0 | 24.8 | 0 |
| 5 | 5 | 6 | 1022.7 | 20.6 | 18.6 | 16.5 | 12.5 | 79.0 | 81.0 | 0.0 | 20.0 | 15.7 | 1 |
| 6 | 6 | 7 | 1022.8 | 19.5 | 18.4 | 15.3 | 11.3 | 56.0 | 46.0 | 7.6 | 20.0 | 28.4 | 0 |
| 7 | 7 | 8 | 1019.7 | 15.8 | 13.6 | 12.7 | 11.8 | 96.0 | 100.0 | 0.0 | 50.0 | 52.8 | 1 |
| 8 | 8 | 9 | 1017.4 | 17.6 | 16.5 | 15.6 | 12.5 | 86.0 | 100.0 | 0.0 | 50.0 | 37.5 | 1 |
| 9 | 9 | 10 | 1025.4 | 16.5 | 14.4 | 12.0 | 8.6 | 77.0 | 84.0 | 1.0 | 50.0 | 38.3 | 0 |
| id | day | pressure | maxtemp | temparature | mintemp | dewpoint | humidity | cloud | sunshine | winddirection | windspeed | rainfall | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2180 | 2180 | 356 | 1017.1 | 22.3 | 20.8 | 19.1 | 18.9 | 76.0 | 78.0 | 1.5 | 40.0 | 14.2 | 1 |
| 2181 | 2181 | 357 | 1021.8 | 22.9 | 20.8 | 19.2 | 15.5 | 76.0 | 49.0 | 9.3 | 50.0 | 35.6 | 0 |
| 2182 | 2182 | 358 | 1022.6 | 18.5 | 16.8 | 15.8 | 12.1 | 80.0 | 88.0 | 1.3 | 30.0 | 24.4 | 1 |
| 2183 | 2183 | 359 | 1016.9 | 18.4 | 16.4 | 15.3 | 13.6 | 79.0 | 84.0 | 2.4 | 40.0 | 38.0 | 1 |
| 2184 | 2184 | 360 | 1015.8 | 20.9 | 18.8 | 17.6 | 17.7 | 78.0 | 88.0 | 0.0 | 20.0 | 30.6 | 1 |
| 2185 | 2185 | 361 | 1014.6 | 23.2 | 20.6 | 19.1 | 19.9 | 97.0 | 88.0 | 0.1 | 40.0 | 22.1 | 1 |
| 2186 | 2186 | 362 | 1012.4 | 17.2 | 17.3 | 16.3 | 15.3 | 91.0 | 88.0 | 0.0 | 50.0 | 35.3 | 1 |
| 2187 | 2187 | 363 | 1013.3 | 19.0 | 16.3 | 14.3 | 12.6 | 79.0 | 79.0 | 5.0 | 40.0 | 32.9 | 1 |
| 2188 | 2188 | 364 | 1022.3 | 16.4 | 15.2 | 13.8 | 14.7 | 92.0 | 93.0 | 0.1 | 40.0 | 18.0 | 1 |
| 2189 | 2189 | 365 | 1013.8 | 21.2 | 19.1 | 18.0 | 18.0 | 89.0 | 88.0 | 1.0 | 70.0 | 48.0 | 1 |